Every AI video that made you say "that doesn't look AI" was made using a multi-tool workflow. No single model does it all. Here's how professional studios work in March 2026.
Stage 1: Concept and Image Generation
The workflow starts with images. Midjourney V8 Alpha (launched March 17, 2026) is 4-5x faster than previous versions with native 2K output. Studios generate 50-100 concepts before touching a video model.
Google's Nano Banana 2 is the emerging challenger - it topped the AI Arena leaderboard for text-to-image in February 2026 and generates images in 4-15 seconds with accurate text rendering.
For stylized work, Niji 7 (launched January 2026) handles anime and illustration with major coherency improvements. FLUX.2 from Black Forest Labs offers 32 billion parameter photorealism with up to 4 megapixel output.
Every source image goes through Photoshop. Generative Fill extends frames. Retouching fixes artifacts. Compositing combines elements. This step is non-negotiable.
Stage 2: Video Generation
Most studios have settled on Kling 3.0 as their primary model since its February 2026 launch. Native 4K at 60fps, synchronized audio, motion transfer from reference videos, and professional camera controls make it the most complete package available globally.
For hero shots, Seedance 2.0 produces the highest quality output (Elo 1,269) but access is limited to select markets. Studios that can access it use it for key moments.
Runway Gen-4.5 remains the go-to for precise physics simulation and temporal consistency. Grok Imagine handles rapid prototyping with its multi-image reference system.
Stage 3: Open Source
ComfyUI is the dominant open-source workflow platform, with major 2026 optimizations delivering 40% faster performance on NVIDIA GPUs. The leading open-source video models are Wan 2.2 (Alibaba's MoE architecture) and LTX-2.3 (the only open-source native 4K model with audio, launched March 5, 2026).
Studios use ComfyUI for custom pipelines, fine-tuning, and experimental techniques before committing to paid API calls.
Stage 4: Post-Production
DaVinci Resolve for color grading. Premiere Pro for editing. ElevenLabs for voice generation. And proper sound design - foley, ambient sound, music, and mixing.
Sound is 50% of the experience and where most amateur AI video falls flat. Professional studios invest as much time in audio as in visual generation.
The Key Insight
The tools are available to everyone. What separates professional studios from hobbyists is knowing which tool to use for each task, the craft of post-production, and creative direction. That's what you're paying for when you hire a studio from StudioList.